A curated list of trustworthy deep learning papers. Daily updating...
☆386May 2, 2026Updated last week
Alternatives and similar repositories for awesome-trustworthy-deep-learning
Users that are interested in awesome-trustworthy-deep-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆944Apr 4, 2026Updated last month
- A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...☆400Apr 21, 2026Updated 2 weeks ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆86Feb 28, 2026Updated 2 months ago
- Existing Literature about Machine Unlearning☆966Aug 29, 2025Updated 8 months ago
- Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)☆19Dec 15, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An awesome list of papers on privacy attacks against machine learning☆636Mar 18, 2024Updated 2 years ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆30Oct 1, 2024Updated last year
- A list of backdoor learning resources☆1,165Jul 31, 2024Updated last year
- ☆372Apr 8, 2026Updated last month
- A resource repository for machine unlearning in large language models☆579May 1, 2026Updated last week
- ☆40May 21, 2025Updated 11 months ago
- 关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记☆1,238Dec 14, 2023Updated 2 years ago
- [ICML 2024] TrustLLM: Trustworthiness in Large Language Models☆625Jun 24, 2025Updated 10 months ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official repo for NeurIPS'24 paper "WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models"☆19Dec 16, 2024Updated last year
- ☆188Apr 22, 2026Updated 2 weeks ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆818Apr 23, 2026Updated 2 weeks ago
- EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.☆339Jun 30, 2024Updated last year
- Papers and resources related to the security and privacy of LLMs 🤖☆577Jun 8, 2025Updated 11 months ago
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆10Jul 15, 2024Updated last year
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆25May 27, 2025Updated 11 months ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆112Jul 10, 2023Updated 2 years ago
- The open-sourced Python toolbox for backdoor attacks and defenses.☆661Sep 27, 2025Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆15Dec 10, 2024Updated last year
- Empirical tricks for training robust models (ICLR 2021)☆258May 25, 2023Updated 2 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆381Feb 5, 2023Updated 3 years ago
- Robust machine learning for responsible AI☆507Jul 12, 2024Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆289Jan 11, 2025Updated last year
- A list of research towards security&privacy in AI-Generated Content☆17Jan 10, 2025Updated last year
- Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, boo…☆997Apr 3, 2026Updated last month
- On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]☆35Jul 3, 2021Updated 4 years ago
- Related papers for robust machine learning☆562May 25, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆238Mar 15, 2024Updated 2 years ago
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).☆1,950May 2, 2026Updated last week
- [NeurIPS D&B '25] The one-stop repository for LLM unlearning☆537Mar 18, 2026Updated last month
- Pytorch implementation of NPAttack☆12Jul 7, 2020Updated 5 years ago
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆36Mar 22, 2025Updated last year
- A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide…☆1,841Updated this week
- A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.☆524Oct 15, 2023Updated 2 years ago